Data Visualization - Lending Club Dataset

Importing the libraries

Loading the dataset

Helper Functions for Pie chart

Exploring, analysing and visualizing loan_status variable

Distribution of loan status

Pie chart showing distribution of loan status

Out of 39717 data points, the loan status consist of:

Exploring, analysing and Visualizing loan_type variable

Helper Function for Loan Segmentation

Loan Segment by Term

Generate the segmented df

Plot grouped bar chart based on total count

Plot grouped bar chart based on proportion

Loan Segmentation by Grade

Generate the segmented df

Generate grouped bar chart (total)

Generate grouped bar chart (%)

Helper Function to get Good Loans and Bad Loans Dataframe

Employment Duration and Good Loan

Explore emp_title column

Purpose for Bad Loans

Generate df

Generate horizontal bar chart